Transactions on Machine Intelligence

Transactions on Machine Intelligence

Keyword Index
A
  • Action Scope Evidence-Gated Autonomy in Healthcare AI Agents: A Systematic Review of Action Scope, Human-Oversight Effectiveness, and Multi-Step Safety Failures [Volume 9, Issue 2, 2026, Pages 84-111]
  • Agentic AI Evidence-Gated Autonomy in Healthcare AI Agents: A Systematic Review of Action Scope, Human-Oversight Effectiveness, and Multi-Step Safety Failures [Volume 9, Issue 2, 2026, Pages 84-111]
  • AI Agents Evidence-Gated Autonomy in Healthcare AI Agents: A Systematic Review of Action Scope, Human-Oversight Effectiveness, and Multi-Step Safety Failures [Volume 9, Issue 2, 2026, Pages 84-111]
  • Artificial intelligence Evidence-Gated Autonomy in Healthcare AI Agents: A Systematic Review of Action Scope, Human-Oversight Effectiveness, and Multi-Step Safety Failures [Volume 9, Issue 2, 2026, Pages 84-111]
C
  • Causal layered analysis Designing a Foresight Framework for Proactive Contractual Claims Management in EPC Projects in Iran’s Oil and Gas Industry: A Hybrid Approach Based on Scenario Planning, Delphi, and Causal Layered Analysis [Volume 9, Issue 1, 2026, Pages 65-73]
  • Claims management Designing a Foresight Framework for Proactive Contractual Claims Management in EPC Projects in Iran’s Oil and Gas Industry: A Hybrid Approach Based on Scenario Planning, Delphi, and Causal Layered Analysis [Volume 9, Issue 1, 2026, Pages 65-73]
  • Cognitive neuroscience MultiCNKG: Integrating Cognitive Neuroscience, Gene, and Disease Knowledge Graphs Using Large Language Models [Volume 9, Issue 1, 2026, Pages 1-15]
  • Compressive strength Comparative Evaluation of Support Vector Machine and Multiple Linear Regression for Predicting the Compressive Strength of Fly Ash-Containing Concrete [Volume 9, Issue 1, 2026, Pages 74-83]
D
  • Deep Learning Earthquake Prediction and Early Warning System Using Hybrid Random Forest and Time-Series Transformer Deep Learning Algorithms [Volume 9, Issue 1, 2026, Pages 48-64]
  • Disaster Risk Management Earthquake Prediction and Early Warning System Using Hybrid Random Forest and Time-Series Transformer Deep Learning Algorithms [Volume 9, Issue 1, 2026, Pages 48-64]
  • Disease Ontology MultiCNKG: Integrating Cognitive Neuroscience, Gene, and Disease Knowledge Graphs Using Large Language Models [Volume 9, Issue 1, 2026, Pages 1-15]
E
  • Earthquake prediction Earthquake Prediction and Early Warning System Using Hybrid Random Forest and Time-Series Transformer Deep Learning Algorithms [Volume 9, Issue 1, 2026, Pages 48-64]
  • EPC projects Designing a Foresight Framework for Proactive Contractual Claims Management in EPC Projects in Iran’s Oil and Gas Industry: A Hybrid Approach Based on Scenario Planning, Delphi, and Causal Layered Analysis [Volume 9, Issue 1, 2026, Pages 65-73]
  • Evidence-Gated Autonomy Evidence-Gated Autonomy in Healthcare AI Agents: A Systematic Review of Action Scope, Human-Oversight Effectiveness, and Multi-Step Safety Failures [Volume 9, Issue 2, 2026, Pages 84-111]
F
  • Fairness A Systematic Review of Fairness-Aware and Optimization-Driven Virtual Machine Allocation Models in Cloud Computing [Volume 9, Issue 1, 2026, Pages 16-31]
  • Fly ash-containing concrete Comparative Evaluation of Support Vector Machine and Multiple Linear Regression for Predicting the Compressive Strength of Fly Ash-Containing Concrete [Volume 9, Issue 1, 2026, Pages 74-83]
  • Futures Studies Designing a Foresight Framework for Proactive Contractual Claims Management in EPC Projects in Iran’s Oil and Gas Industry: A Hybrid Approach Based on Scenario Planning, Delphi, and Causal Layered Analysis [Volume 9, Issue 1, 2026, Pages 65-73]
G
  • Gated Recurrent Unit (GRU) HGNN-SF: Heterogeneous Graph Neural Network with Gated Semantic Fusion for Robust Link Prediction [Volume 9, Issue 1, 2026, Pages 32-47]
  • Gene ontology MultiCNKG: Integrating Cognitive Neuroscience, Gene, and Disease Knowledge Graphs Using Large Language Models [Volume 9, Issue 1, 2026, Pages 1-15]
H
  • Hard Negative Sampling HGNN-SF: Heterogeneous Graph Neural Network with Gated Semantic Fusion for Robust Link Prediction [Volume 9, Issue 1, 2026, Pages 32-47]
  • Healthcare Workflow Evidence-Gated Autonomy in Healthcare AI Agents: A Systematic Review of Action Scope, Human-Oversight Effectiveness, and Multi-Step Safety Failures [Volume 9, Issue 2, 2026, Pages 84-111]
  • Heterogeneous Graph Neural Networks HGNN-SF: Heterogeneous Graph Neural Network with Gated Semantic Fusion for Robust Link Prediction [Volume 9, Issue 1, 2026, Pages 32-47]
  • Human Oversight Evidence-Gated Autonomy in Healthcare AI Agents: A Systematic Review of Action Scope, Human-Oversight Effectiveness, and Multi-Step Safety Failures [Volume 9, Issue 2, 2026, Pages 84-111]
I
  • Iran&rsquo Designing a Foresight Framework for Proactive Contractual Claims Management in EPC Projects in Iran’s Oil and Gas Industry: A Hybrid Approach Based on Scenario Planning, Delphi, and Causal Layered Analysis [Volume 9, Issue 1, 2026, Pages 65-73]
K
  • Knowledge Graph MultiCNKG: Integrating Cognitive Neuroscience, Gene, and Disease Knowledge Graphs Using Large Language Models [Volume 9, Issue 1, 2026, Pages 1-15]
L
  • Large Language Models MultiCNKG: Integrating Cognitive Neuroscience, Gene, and Disease Knowledge Graphs Using Large Language Models [Volume 9, Issue 1, 2026, Pages 1-15]
  • Link Prediction HGNN-SF: Heterogeneous Graph Neural Network with Gated Semantic Fusion for Robust Link Prediction [Volume 9, Issue 1, 2026, Pages 32-47]
M
  • Multi-Objective Optimization A Systematic Review of Fairness-Aware and Optimization-Driven Virtual Machine Allocation Models in Cloud Computing [Volume 9, Issue 1, 2026, Pages 16-31]
  • Multiple linear regression Comparative Evaluation of Support Vector Machine and Multiple Linear Regression for Predicting the Compressive Strength of Fly Ash-Containing Concrete [Volume 9, Issue 1, 2026, Pages 74-83]
  • Multi-Step Failure Evidence-Gated Autonomy in Healthcare AI Agents: A Systematic Review of Action Scope, Human-Oversight Effectiveness, and Multi-Step Safety Failures [Volume 9, Issue 2, 2026, Pages 84-111]
O
  • Operational Autonomy Evidence-Gated Autonomy in Healthcare AI Agents: A Systematic Review of Action Scope, Human-Oversight Effectiveness, and Multi-Step Safety Failures [Volume 9, Issue 2, 2026, Pages 84-111]
  • Oversight Effectiveness Evidence-Gated Autonomy in Healthcare AI Agents: A Systematic Review of Action Scope, Human-Oversight Effectiveness, and Multi-Step Safety Failures [Volume 9, Issue 2, 2026, Pages 84-111]
R
  • Random forest regression Earthquake Prediction and Early Warning System Using Hybrid Random Forest and Time-Series Transformer Deep Learning Algorithms [Volume 9, Issue 1, 2026, Pages 48-64]
S
  • Scenario Planning Designing a Foresight Framework for Proactive Contractual Claims Management in EPC Projects in Iran’s Oil and Gas Industry: A Hybrid Approach Based on Scenario Planning, Delphi, and Causal Layered Analysis [Volume 9, Issue 1, 2026, Pages 65-73]
  • Semantic Fusion HGNN-SF: Heterogeneous Graph Neural Network with Gated Semantic Fusion for Robust Link Prediction [Volume 9, Issue 1, 2026, Pages 32-47]
  • Support Vector Machine Comparative Evaluation of Support Vector Machine and Multiple Linear Regression for Predicting the Compressive Strength of Fly Ash-Containing Concrete [Volume 9, Issue 1, 2026, Pages 74-83]
  • Systematic review A Systematic Review of Fairness-Aware and Optimization-Driven Virtual Machine Allocation Models in Cloud Computing [Volume 9, Issue 1, 2026, Pages 16-31]
  • Systematic review Evidence-Gated Autonomy in Healthcare AI Agents: A Systematic Review of Action Scope, Human-Oversight Effectiveness, and Multi-Step Safety Failures [Volume 9, Issue 2, 2026, Pages 84-111]
T
  • Time-series analysis Earthquake Prediction and Early Warning System Using Hybrid Random Forest and Time-Series Transformer Deep Learning Algorithms [Volume 9, Issue 1, 2026, Pages 48-64]
  • Transformer Models Earthquake Prediction and Early Warning System Using Hybrid Random Forest and Time-Series Transformer Deep Learning Algorithms [Volume 9, Issue 1, 2026, Pages 48-64]
V
  • Virtual machine allocation A Systematic Review of Fairness-Aware and Optimization-Driven Virtual Machine Allocation Models in Cloud Computing [Volume 9, Issue 1, 2026, Pages 16-31]